 Operational Support Estimator NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 |
 Variational Sparse Coding with Learned ThresholdingInternational Conference on Machine Learning (ICML), 2022 |
 Representation Based Regression for Object Distance EstimationNeural Networks (NN), 2021 |
 Boosting Occluded Image Classification via Subspace Decomposition Based
Estimation of Deep FeaturesIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2020 |
 |
 Adaptive Hard Thresholding for Near-optimal Consistent Robust RegressionAnnual Conference Computational Learning Theory (COLT), 2019 |
 |
 From Denoising to Compressed SensingIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2014 |
 Sparse Illumination Learning and Transfer for Single-Sample Face
Recognition with Image Corruption and MisalignmentInternational Journal of Computer Vision (IJCV), 2014 |
 Nonlinear Basis PursuitAsilomar Conference on Signals, Systems and Computers (ACSSC), 2013 |
